Deformation equivariant cross-modality image synthesis with paired non-aligned training data. - Joel Honkamaa; Umair Khan; Sonja Koivukoski; Leena Latonen; Pekka Ruusuvuori; Pekka Marttinen (CoRR, 2022)

ASymReg: Robust symmetric image registration using anti-symmetric formulation and deformation inversion layers. - Joel Honkamaa; Pekka Marttinen (CoRR, 2023)

Deformation equivariant cross-modality image synthesis with paired non-aligned training data. - Joel Honkamaa; Umair Khan; Sonja Koivukoski; Mira Valkonen; Leena Latonen; Pekka Ruusuvuori; Pekka Marttinen (Medical Image Anal., 2023)

New multimodal similarity measure for image registration via modeling local functional dependence with linear combination of learned basis functions. - Joel Honkamaa; Pekka Marttinen (CoRR, 2025)

Beyond the LUMIR challenge: The pathway to foundational registration models. - Junyu Chen 002; Shuwen Wei; Joel Honkamaa; Pekka Marttinen; Hang Zhang; Min Liu; Yichao Zhou; Zuopeng Tan; Zhuoyuan Wang; Yi Wang; Hongchao Zhou; Shunbo Hu; et al. (CoRR, 2025)